Katya Sav's starred repositories
kinference
Running ONNX models in vanilla Kotlin
dep2label-bert
Dependency Parsing as Sequence Labeling with BERT
german-nouns
A list of ~100,000 German nouns and their grammatical properties compiled from WiktionaryDE as CSV file. Plus a module to look up the data and parse compound words.
annotated_deep_learning_paper_implementations
🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes đź“ť; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... đź§
Graph-Transformer
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
NLP_Toolkit
Library of state-of-the-art models (PyTorch) for NLP tasks
Bible_Text_GCN
Pytorch implementation of "Graph Convolutional Networks for Text Classification"
gnn-comparison
Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020
stellargraph
StellarGraph - Machine Learning on Graphs
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
arg-microtexts
An annotated corpus of argumentative microtexts
lxmls-toolkit
Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School
acl2016-convincing-arguments
Code and data for ACL2016 article "Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM" by Ivan Habernal and Iryna Gurevych"
CoNLL2016-CNN
for CoNLL2016, Shallow Discourse Parsing Using Convolutional Neural Network, focus on implicit discourse relation
discourse-segmenter
BERT for Discourse Segmentation